Publications

BadVFL: Backdoor Attacks in Vertical Federated Learning
Mohammad Naseri, Yufei Han, Emiliano De Cristofaro. IEEE Symposium on Security & Privacy (S&P) 2024.

Bayesian estimation of differential privacy
Santiago Zanella-Béguelin, Lukas Wutschitz, Shruti Tople, Ahmed Salem, Victor Rühle, Andrew Paverd, Mohammad Naseri, Boris Köpf, Daniel Jones. International Conference on Machine Learning (ICML) 2023.

Cerberus: Exploring Federated Prediction of Security Events
Mohammad Naseri, Yufei Han, Enrico Mariconti, Yun Shen, Gianluca Stringhini, Emiliano De Cristofaro. The 29th ACM Conference on Computer and Communications Security (CCS) 2022.

Local and Central Differential Privacy for Robustness and Privacy in Federated Learning
Mohammad Naseri, Jamie Hayes, Emiliano De Cristofaro. Proceedings of the 29th Network and Distributed System Security Symposium (NDSS 2022).

AccessiLeaks: Investigating Privacy Leaks Exposed by the Android Accessibility Service
Mohammad Naseri, Nataniel P Borges, Andreas Zeller, Romain Rouvoy. Proceedings on Privacy Enhancing Technologies. 2019.